
Anthropic's Claude team just showed how to build an AI agent with real memory in under 30 minutes. 24-minutes. free. by the people who built Claude. worth than $500 vibe-coding course. Bookmark & r…
The Hook
“Hey everyone, my name is Mahesh. I'm a product manager at Anthropic. And today I'm going to talk about how to build AI agents with real memory.”
Problem Agitation
“So, you know, we've seen a lot of progress in large language models over the last couple of years. And now we're starting to see a lot of progress in AI agents. And one of the key things that makes an AI agent really powerful is its ability to learn and adapt over time. And that's where memory comes in.”
Product Reveal
“So, what is Dreaming? Dreaming is a new product that automates the process of updating and curating memory. It allows agents to continuously self-learn and self-improve. We've designed it to be highly scalable for enterprise-scale multi-agent environments.”
Feature Teaser
“Let's look at a demo of an SRE agent using memory and Dreaming to efficiently handle alerts. You'll see how it improves over time, learning from past incidents and updating its knowledge base. This is crucial for reliability and efficiency in complex systems.”
Synthesizable in Remotion · key components of the anthropic-memory-agent-launch template.
Text appears character-by-character, simulating real-time typing in a code editor, often with syntax highlighting. Lines of code or file paths are revealed sequentially.
Use Remotion's `Sequence` and `AbsoluteFill` components. Animate `opacity` and `width` of text elements with `interpolate` or `spring` functions. Apply a monospace font and use `map` to render characters with staggered delays for the typewriter effect. Syntax highlighting can be achieved with `span` elements and different `color` styles.
Complex dashboard elements, such as graphs, lists, and status indicators, animate to show data processing and agent activity. This includes scrolling lists, expanding sections, and updating metrics.
Utilize `AbsoluteFill` for layout. Animate `transform` properties (e.g., `translateY` for scrolling lists) and `opacity` for revealing elements. Use `spring` for smooth, natural transitions of data points on graphs or list items. SVG paths can be animated with `strokeDasharray` and `strokeDashoffset` for drawing lines on charts. `interpolate` can control color changes for status indicators.
User interface elements like dropdown menus expand and collapse, and input fields populate with text, simulating user interaction within a product demo.
Implement with `AbsoluteFill` and `div` elements. Animate `height` and `opacity` for dropdown expansion/collapse using `spring` or `interpolate`. Text input can be simulated by animating `text` content with `Sequence` and `delay` for character-by-character appearance. Use `scale` and `opacity` for subtle button hover/click feedback.
Purpose. Introduce the speaker, the core problem of AI agent memory, and set the stage for the solution.
Execution. Mahesh speaking directly to the camera, intercut with initial screen views of code and file structures, establishing the technical domain.
Purpose. Unveil 'Dreaming' and explain its core functionality and how it solves the memory problem.
Execution. Detailed UI walkthroughs of 'Dreaming's' interface, showcasing its features with animated interactions and data flow visualizations.
Purpose. Demonstrate 'Dreaming' in action with a real-world SRE agent scenario, highlighting its benefits.
Execution. Extended screen capture of the SRE agent dashboard, showing live updates, problem resolution, and the agent's continuous learning process.
Purpose. Summarize the value proposition and encourage audience engagement.
Execution. Return to Mahesh for concluding remarks, followed by a clear call to action with a QR code for feedback.
Objective
Launch a new CI/CD pipeline automation tool called 'FlowState'.How the recipe adapts
The 'CodeEditorTypewriter' primitive will be used to demonstrate automated script generation and deployment logs. The 'DashboardDataFlow' primitive will visualize the pipeline's progress, showing stages, success/failure rates, and resource utilization. The 'InteractiveUIDropdown' primitive will showcase how users configure new pipelines and integrate with existing services. The overall aesthetic will maintain the clean, technical feel, with the presenter explaining the benefits of faster, more reliable deployments.Scene durations (4 scenes, 1463s)
Key Remotion components

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